id
numerical
| Approximate Distinct Count |
18641 |
| Approximate Unique (%) |
100.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
298256 |
| Mean |
10036.7556 |
| Minimum |
0 |
| Maximum |
20097 |
| Zeros |
1 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
make
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1329091 |
model
categorical
| Approximate Distinct Count |
6 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1311526 |
model_year
numerical
| Approximate Distinct Count |
24 |
| Approximate Unique (%) |
0.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
298256 |
| Mean |
2016.3775 |
| Minimum |
1999 |
| Maximum |
2023 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
kilometers
numerical
| Approximate Distinct Count |
576 |
| Approximate Unique (%) |
3.1% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
298256 |
| Mean |
94673.4225 |
| Minimum |
0 |
| Maximum |
285000 |
| Zeros |
237 |
| Zeros (%) |
1.3% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
transmission_type
categorical
| Approximate Distinct Count |
2 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
1376242 |
price
numerical
| Approximate Distinct Count |
793 |
| Approximate Unique (%) |
4.3% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
298256 |
| Mean |
274339.0913 |
| Minimum |
10000 |
| Maximum |
1384000 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
| Distinct Count |
226.3906 |
| Approximate Unique (%) |
1.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
298256 |
| Minimum |
2022-02-02 00:00:00 |
| Maximum |
2023-04-30 00:00:00 |
mileage_category
categorical
| Approximate Distinct Count |
5 |
| Approximate Unique (%) |
0.0% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Memory Size |
168262 |
extra_features_count
numerical
| Approximate Distinct Count |
39 |
| Approximate Unique (%) |
0.2% |
| Missing |
0 |
| Missing (%) |
0.0% |
| Infinite |
0 |
| Infinite (%) |
0.0% |
| Memory Size |
298256 |
| Mean |
12.4516 |
| Minimum |
1 |
| Maximum |
39 |
| Zeros |
0 |
| Zeros (%) |
0.0% |
| Negatives |
0 |
| Negatives (%) |
0.0% |
Quantile Statistics
| Minimum |
1 |
| 5-th Percentile |
4 |
| Q1 |
6 |
| Median |
9 |
| Q3 |
18 |
| 95-th Percentile |
26 |
| Maximum |
39 |
| Range |
38 |
| IQR |
12 |
Descriptive Statistics
| Mean |
12.4516 |
| Standard Deviation |
7.7909 |
| Variance |
60.6976 |
| Sum |
232110 |
| Skewness |
0.7884 |
| Kurtosis |
-0.54 |
| Coefficient of Variation |
0.6257 |